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One\u2010hundred forty patients from a combined sample of psychiatric and internal medicine clinics were given a survey composed of the DSM\u20105 Levels of Personality Functioning Questionnaire (DLOPFQ), the Personality Inventory for DSM\u20105\u2014Brief Form (PID\u20105\u2010BF), and the Relationship Questionnaire (RQ). Analysis of variance indicated that attachment styles were differentiated across all four the DLOPFQ scales and the Detachment trait domain. Elastic net regression modeling with bootstrap was used to assess the strength of the level of personality functioning dimensions and trait domains in the prediction of attachment style, both independently and interactively while accounting for multicollinearity. 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